help button home button Genetics Drug Metabolism
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS

This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Liu, Z.
Right arrow Articles by Dunham, R.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Liu, Z.
Right arrow Articles by Dunham, R.
Genetics, Vol. 165, 687-694, October 2003, Copyright © 2003

An AFLP-Based Genetic Linkage Map of Channel Catfish (Ictalurus punctatus) Constructed by Using an Interspecific Hybrid Resource Family

Zhanjiang Liua, Attila Karsia, Ping Lia, Dongfeng Caoa, and R. Dunhama
a The Fish Molecular Genetics and Biotechnology Laboratory, Department of Fisheries and Allied Aquacultures Program of Cell and Molecular Biosciences, Auburn University, Auburn, Alabama 36849

Corresponding author: Zhanjiang Liu, Auburn University, Auburn, AL 36849., zliu{at}acesag.auburn.edu (E-mail)

Communicating editor: M. SIMMONS


*  ABSTRACT
*TOP
*ABSTRACT
*MATERIALS AND METHODS
*RESULTS AND DISCUSSION
*LITERATURE CITED

Catfish is the major aquaculture species in the United States. The hybrid catfish produced by crossing channel catfish females with blue catfish males exhibit a number of desirable production traits, but their mass production has been difficult. To introduce desirable genes from blue catfish into channel catfish through introgression, a genetic linkage map is helpful. In this project, a genetic linkage map was constructed using amplified fragment length polymorphism (AFLP). A total of 607 AFLP markers were analyzed using 65 primer combinations and an interspecific backcross resource family. A total of 418 AFLP markers were assigned to 44 linkage groups. Among the remaining 189 markers, 101 were not used because of significant segregation distortion, 29 were unlinked, and 59 were eliminated because they span very large distances. The 418 AFLP markers covered 1593 cM Kosambi. The AFLP markers showed a high level of clustering that appears to be related to certain primer combinations. This linkage map will serve as the basis for mapping a greater number of markers to provide a map with high enough resolution for it to be useful for selective breeding programs using introgression.


CATFISHES are an ancient group of fish including 17 families and containing numerous species found everywhere except in the Arctic and Antarctic regions (SMITHERMAN et al. 1978 Down). The channel catfish is the most economically important catfish species in the United States with an annual production of 269,000 metric tons, which accounts for >60% of all U.S. aquaculture production (U.S. DEPARTMENT OF AGRICULTURE 2001). Blue catfish is also economically important because the hybrid catfish produced by channel catfish female x blue catfish male exhibit superior performance traits for aquaculture (DUNHAM et al. 1990 Down).

Much of the genetic research effort has been on evaluation and selection of performance traits through crossbreeding and interspecific hybridization (BONDARI 1983 Down, BONDARI 1984 Down; DUNHAM and SMITHERMAN 1983A Down, DUNHAM and SMITHERMAN 1983B Down; HALLERMAN et al. 1986 Down; DUNHAM et al. 1987 Down, DUNHAM et al. 1993 Down; WOLTERS and JOHNSON 1994 Down, WOLTERS and JOHNSON 1995 Down; PADI 1995 Down; WOLTERS et al. 1996 Down; DUNHAM and LIU 2002 Down). Heritabilities and genetic correlation for several important performance traits have been calculated (PATINO 1986 Down; DUNHAM and ARGUE 1998 Down). To increase the efficiency of selection, particularly for complex traits such as disease resistance, feed conversion efficiency, and processing yields, trait-linked DNA markers are needed (WALDBIESER et al. 1998 Down). Molecular markers correlated with genetic loci controlling economic traits are needed to expedite development of superior brood stocks.

Research on catfish genomics is developing rapidly. Both channel catfish and blue catfish have 29 pairs of chromosomes (WOLTERS et al. 1981 Down; LEGRANDE et al. 1984 Down) with a genome size of ~1 x 109 bp (TIERSCH et al. 1990 Down; TIERSCH and GOUDIE 1993 Down). Several highly repetitive to moderately repetitive elements have been characterized in channel catfish (LIU et al. 1998B Down, LIU et al. 1999D Down; KIM et al. 2000 Down). Before this study was conducted, only a few genes had been mapped in catfish and several linkage groups were established using allozyme markers (LIU et al. 1992 Down).

Linkage maps have become powerful research tools in genetic studies of many organisms (ROHRER et al. 1996 Down; KAPPES et al. 1997 Down; GROENEN et al. 2000 Down), including several aquaculture species (KOCHER et al. 1998 Down; ROBISON et al. 2001 Down; WALDBIESER et al. 2001 Down). A fine linkage map is necessary to efficiently carry out mapping for quantitative trait loci (QTL) to complement marker-assisted selection and to conduct comparative genome mapping (LANDER and BOTSTEIN 1989 Down). However, a fine linkage map requires large numbers of molecular markers. In channel catfish, several hundred microsatellite markers have been developed (WALDBIESER and BOSWORTH 1997 Down; LIU et al. 1999A Down, LIU et al. 1999B Down; TAN et al. 1999 Down) and 262 of them have been mapped (WALDBIESER et al. 2001 Down).

Amplified fragment length polymorphism (AFLP) is a PCR-based technique that is capable of producing multilocus and reliable fingerprints of genomes (VOS et al. 1995 Down). It shows a greater level of polymorphism and informativeness than any other marker system in the organisms examined to date (MACKILL et al. 1996 Down). AFLP-based linkage maps have been constructed for various organisms (BECKER et al. 1995 Down; ALONSO-BLANCO et al. 1998 Down; HAWTHORNE 2001 Down; TAN et al. 2001 Down) including those of tilapia, rainbow trout, and the Medaka (KOCHER et al. 1998 Down; NARUSE et al. 2000 Down; ROBISON et al. 2001 Down). Our previous research demonstrated that AFLP rate was low within channel catfish (LIU et al. 1998A Down, LIU et al. 1999C Down), defeating the efficiency of AFLP. To exploit the holistic AFLP markers, in this research interspecific resource families were produced by backcrossing the F1 hybrids of channel catfish females and blue catfish males. Using the interspecific hybrid backcross population, we report here an AFLP-based genetic linkage map of channel catfish.


*  MATERIALS AND METHODS
*TOP
*ABSTRACT
*MATERIALS AND METHODS
*RESULTS AND DISCUSSION
*LITERATURE CITED

Resource families:
F1 interspecific hybrid catfish were made by mating channel catfish females with blue catfish males. F1 (channel x blue) hybrid catfish, channel catfish, and blue catfish were screened prior to the 1997 spawning season to determine which matings of these parents were most informative. In the spawning season of 1997, backcross families were made by mating the F1 fish with either channel catfish (channel catfish backcross) or blue catfish (blue catfish backcross). Reciprocal backcrosses were made by using the F1 fish as maternal or paternal parent. Eight backcross families were produced, four from channel catfish and four from blue catfish backcrossed with the heterozygous F1. These families were reared in 1000-liter tanks until collection of blood samples for genotyping. Individuals that were sampled for genotyping were heat branded for future identification.

Genomic DNA:
Blood samples (0.5–1 ml) were collected in a 1-ml syringe and immediately expelled into a 50-ml tube containing 20 ml of DNA extraction buffer (100 mM NaCl, 10 mM Tris, pH 8, 25 mM EDTA, 0.5% SDS, and freshly added proteinase K, 0.1 mg/ml), and DNA was isolated using standard protocols as previously described (LIU et al. 1998A Down). Briefly, the blood samples were incubated at 55° overnight and DNA was extracted twice with phenol and once with chloroform. DNA was precipitated by adding a half volume of 7.5 M ammonium acetate and two volumes of ethanol. DNA was collected mostly by spooling onto a micropipette tip or, in some cases, by brief centrifugation; washed twice with 70% ethanol; air dried; resuspended in TE buffer (10 mM Tris-HCl, 1 mM EDTA, pH 7.5); and quantified with a spectrophotometer.

AFLP analysis:
AFLP analysis system I (catalog no. 10544-013) was purchased from Life Technologies (Bethesda, MD). Primer combinations were abbreviated in a matrix manner (LIU et al. 1998A Down) and are listed in Table 1. EcoRI primers were designated with a letter, from A to I, and MseI primers were designated by a number, from 1 to 8. Primer combinations were designated by a letter plus a number with EcoRI primer first (e.g., E-AAG/M-CAC primer combination was identified as B2). EcoRI primers A, B, C, F, and I were labeled with IR700, and EcoRI primers D, E, G, and H were labeled with IR800 fluorescent dyes (LI-COR, Lincoln, NE). Genomic DNA was digested completely with EcoRI and MseI as described by the supplier (Life Technologies). All reactions were carried out in 96-well microtiter plates (International Corp., Mount Prospect, IL). Briefly, the following were added to a 96-well plate: 1 µl restriction reaction buffer, 1 µl (~50 ng) genomic DNA, 0.4 µl EcoRI/MseI restriction endonucleases, and 2.6 µl water. The reaction was gently mixed by brief centrifugation for 5 sec in a Beckman (Fullerton, CA) GS-15 using an S2096 rotor. The reaction was incubated for 2 hr at 37° and then inactivated at 70° for 5 min. Adaptors for EcoRI and MseI (4.8 µl) were added to the restriction fragments by ligation using T4 DNA ligase (0.2 µl) for 2 hr at 20°. After ligation, 90 µl of Tris-EDTA buffer (pH 8.0) was added to dilute the reactions 10 times. A fraction (1 µl each) was removed to a fresh 96-well plate and the remaining product was stored for future use. To the new 96-well plate, the following was added: 8 µl preamp primer mix, 1 µl 10x PCR buffer from the AFLP kit, and 0.2 µl Taq DNA polymerase. The samples were mixed by brief centrifugation. Preamplification was performed for 20 cycles with temperatures as follows: 94° for 30 sec, 56° for 60 sec, and 72° for 60 sec. After preamplification, 2 µl of the preamplification products was transferred to a fresh 96-well plate containing 98 µl of Tris-EDTA buffer (pH 8.0), diluting the samples 50 times. Selective amplification reactions contained the following: 1 µl preamplified DNA, 0.3 µl (1 pmol/µl) labeled EcoRI primer, 1 µl MseI primer (with dNTPs), 0.03 µl Taq polymerase, 0.6 µl 10x PCR buffer for AFLP, and 2.07 µl double-distilled water. The selection amplification was performed with a touch down program for 13 cycles: 94° for 30 sec, 65° for 30 sec, 72° for 60 sec with a 0.7° decrease of annealing temperature each cycle, followed by 23 cycles of amplification at 94° for 30 sec, 56° for 30 sec, and 72° for 60 sec.


 
View this table:
[in this window]
[in a new window]

 
Table 1. Matrix identification of AFLP primer combinations in catfish and number of markers produced in the resource family F1–4 x blue catfish-3

AFLP genotyping:
All AFLP products were analyzed by using the LI-COR automatic sequencers using both IR700 and IR800, as appropriate with labeled primers. After PCR, 3 µl of formamide dye was added to each reaction. The samples were heated to 92° for 3 min and 0.6 µl was loaded onto the gel. Page Plus concentrate gel mix (40%, E562-500 ml) was diluted to 5.5% using 1x TBE (AMRESCO, Solon, OH). All gels were run on a 41-cm gel with 0.2-mm spacer. Molecular weight standard (LI-COR, Lincoln, NE) was run on the first and last lane of the gels. Genotyping was conducted using IMAGE software (LI-COR) and the genotypes were transferred to Microsoft Excel spread sheets and imported to Mapmaker software for linkage analysis.

Nomenclature of AFLP markers:
The catfish AFLP markers were named with information of the species, primer combination, and the size of the AFLP bands. The first two letters of the marker indicate the species (e.g., Ip for Ictalurus punctatus), followed by primer combination, and the size of the AFLP band separated with a hyphen. For instance, AFLP marker IpE2-155 indicates the AFLP marker of I. punctatus was produced from primer combination E2 (Table 1) with a size of 155 bp.

Linkage analysis:
Parents and 71 offspring were genotyped. Chi-square tests were performed to determine if the segregation ratio of presence/absence in backcross progeny was significantly different from the expected ratio of 1:1. Markers deviating from the expected ratio at the P = 0.05 level of significance were eliminated. A data matrix was constructed with 1 representing presence and 0 representing absence of AFLP bands. This data matrix was imported into Mapmaker/Exp version 3.0b (LANDER et al. 1987 Down). Initial grouping of markers was performed using GROUP command at LOD score of 3.0 and maximum recombination fraction of 0.3. Then, the most informative subset in each linkage group was determined using the SUGGEST SUBSET command. The ORDER and COMPARE commands were employed to determine the most probable marker order within each linkage group. The maximum number of the most informative markers in each linkage group (LG) was kept at eight for the COMPARE procedure since this procedure takes a tremendous amount of computing time if more than eight markers are used. After defining the most probable marker order of the most informative subset of each group, TRY command was used to assign additional markers to the intervals. Final marker order was checked by RIPPLE command and maps were constructed by MAP command. The map figures were drawn by using MapCreator (http://www.wesbarris.com/mapcreator).


*  RESULTS AND DISCUSSION
*TOP
*ABSTRACT
*MATERIALS AND METHODS
*RESULTS AND DISCUSSION
*LITERATURE CITED

The AFLP linkage map:
A total of 607 polymorphic loci were produced with the 64 EcoRI/MseI primer combinations using the resource family F1–4 (female) x blue catfish-3 (male). Among the polymorphic AFLP markers, 101 markers (16.6%) were not used for the construction of the linkage map because they showed a significant distortion from the expected 1:1 ratio at P = 0.05 level. The remaining 506 markers were analyzed using the Mapmaker program. A total of 418 markers were assigned to 44 linkage groups (Fig 1). Among the remaining AFLP markers, 29 were unlinked, and 59 were eliminated because they span very large map distances. Given the dominant nature of AFLP markers, a conservative approach was taken to ensure that they did not span more than one linkage group.





View larger version (171K):
[in this window]
[in a new window]
[Download PPT slide]
 
Figure 1. AFLP genetic linkage map of the channel catfish genome. Size of each linkage group (LG) is marked at the top. Genetic distances between AFLP markers are shown at the left in centimorgans.

The number of markers on the 44 linkage groups ranged from 2 to 25. There were 27 major linkage groups with 5–25 markers and 17 small linkage groups with 2–4 markers (Fig 1). The genomic coverage of this AFLP linkage map spans 1593 cM Kosambi. The largest linkage group spans 137.6 cM with 25 markers.

The haploid genome of catfish has 29 chromosomes and therefore the numbers of linkage groups are expected to be equal to the chromosome number. Our study produced 44 linkage groups. It is obvious that some linkage groups belong to the same chromosomes. A microsatellite-based map of catfish (WALDBIESER et al. 2001 Down) also showed nonequivalence between chromosome number and linkage groups produced. More markers are needed to fill the gap to bring linkage groups belonging to the same chromosome together. Obviously, AFLPs are dominant markers that provide less genetic information as compared to microsatellite markers. Mapping of additional codominant markers to the AFLP-based map should eventually bring the number of linkage groups to the number of chromosomes.

Primer combinations, markers, and marker distribution:
Table 1 shows the production of AFLP markers among the 64 primer combinations using the F1–4 x blue catfish-3 backcross resource family. Various numbers of markers were produced depending on the primer combinations. On average, 9.4 markers were produced from each of the 64 primer combinations. Several primer combinations such as C3, C6, and F7 produced over 20 useful AFLP markers. However, 6 primer combinations produced 2 or fewer AFLP markers (Table 1). The average number of markers produced from each primer combination was lower than we previously reported (LIU et al. 1999C Down). This difference was caused mainly by use of fluorescent labels in this study while primers were labeled with radioactive nucleotides in previous studies. It was difficult to produce reliable genotypes when bands were >350 bp using the 41-cm gel plates and fluorescent labels.

The AFLP markers showed an uneven distribution on the genetic linkage map. A highly clustered distribution was observed for 133 AFLP markers (Table 2). These markers tended to be distributed at the end of several major linkage groups (Fig 1). For instance, multiple markers were clustered at a small region of LG1, LG6, LG7, LG8, LG13, LG15, LG16, LG17, and LG19 (Fig 1). Their distribution at the end of these linkage groups did not indicate that they had the colocation close to the end of chromosomes. Instead, because the relationship of the linkage groups and the chromosomes has not been established, many linkage groups should represent the same chromosomes. Thus, many of the clustered AFLP markers could be at a position close to centromeres as well as at the end of chromosomes. As the chromosomes become defined in channel catfish, the locations of the clustered markers can be better defined. In Arabidopsis thaliana, highly clustered AFLP markers were found to be around the centromere regions (ALONSO-BLANCO et al. 1998 Down). AFLP marker clustering has been observed on linkage maps of other species including those of potato (VAN ECK et al. 1995 Down), barley (BECKER et al. 1995 Down; POWELL et al. 1997 Down), and soybean (KEIM et al. 1997 Down). In fish, highly clustered AFLP markers were also reported in tilapia, rainbow trout, and the Medaka. It appeared that the level of AFLP clustering increased with the number of AFLP markers. For instance, a couple of highly clustered AFLPs were observed when 112 AFLP markers were mapped to the tilapia genome (KOCHER et al. 1998 Down); >5 highly clustered AFLPs were observed when 219 AFLP markers were mapped to the rainbow trout genome (ROBISON et al. 2001 Down); and, similar to our observation here in catfish, many highly clustered AFLPs were observed when 488 AFLPs were mapped to the Medaka genome (NARUSE et al. 2000 Down).


 
View this table:
[in this window]
[in a new window]

 
Table 2. Distribution of clustered AFLP markers among primer combinations

The reasons for the high level of marker clustering are not known at present. As discussed by ALONSO-BLANCO et al. (1998), it is possible that a small proportion of the clustered markers resulted from allelism between some AFLP bands since AFLP are allelic markers. However, a large proportion of the clustered markers could not be accounted for by allelism. Other potential causes include (i) a reduced recombination rate around centromere regions and/or telomere regions, (ii) a bona fide enrichment of AFLP markers in these regions due to uneven distribution of restriction sites, and (iii) presence of highly repetitive elements within these genomic regions with great variation in both the lengths and the sequences among the repetitive elements. In Arabidopsis, the pericentromeric regions contain mainly repeated sequences of unknown functions (MALUSZYNSKA and HESLOP-HARRISON 1991 Down; FRANSZ et al. 1998 Down). Nonetheless, such high levels of marker clustering hinder the effectiveness of AFLP markers and, therefore, it is warranted to study the nature of the genomic sequences surrounding the regions of clustering markers.

Segregation distortion:
Segregation distortion was observed for 101 of 607 markers. When the distorted markers were correlated with the primer combinations, it appeared that large numbers of distortion markers occurred with certain primer combinations (Table 3). For instance, when primer MseI-CAC was used, 23 markers segregated with deviation from Mendelian segregation ratios. Similarly, MseI-CTG had a large number of markers segregating in a non-Mendelian fashion. Deviations from the expected Mendelian ratios have been observed in previous efforts to construct linkage maps using molecular markers. A distortion rate of 65% was reported for clubroot (VOORRIPS et al. 1997 Down) and 54% was reported for silkworm (TAN et al. 2001 Down) using AFLP markers. Here with catfish, the distortion rate was ~16%. As previously reported, several reasons may account for the observed marker distortion, including competition among gametes for preferential fertilization (LYTTLE 1991 Down), sampling in finite mapping populations, or amplification of a single-sized fragment derived from several genomic regions (FARIS et al. 1998 Down). In channel catfish, Tc1-like transposable elements are highly abundant (LIU et al. 1999D Down), but there is no evidence that they are involved in the distorted AFLP markers. Involvement of this and other types of repetitive elements in marker segregation distortion is a possibility and should be further studied.


 
View this table:
[in this window]
[in a new window]

 
Table 3. Distribution of markers deviating from the expected Mendelian segregation ratios

The interspecific hybrid resource families:
Although only one interspecific hybrid resource family, F1–4 (female) x blue catfish-3 (male), was used for the construction of the AFLP map of this project, eight interspecific hybrid resource families were made in consideration of the informativeness of markers in a given resource family. These backcross families should be useful resources for analysis of many markers that may not be informative in one family. Both backcross progeny were produced in consideration of the dominant markers for analysis of segregating markers from both channel catfish and blue catfish. Using the hybrid system for mapping would allow mapping of QTL from both species. The hybrid system also has utility for rapid application of marker-assisted selection in backcrossing programs to introgress the genomes of blue and channel catfish for production of new improved synthetic breeds. The interspecific hybrid system should facilitate rapid mapping of large numbers of molecular markers to the catfish linkage map and make it feasible to apply several types of molecular markers including isozyme markers, microsatellites, random amplified polymorphic DNA, AFLP, and single nucleotide polymorphism markers.


*  ACKNOWLEDGMENTS

We appreciate the support of Auburn University Department of Fisheries and Allied Aquacultures, the College of Agriculture, and the Vice President for Research and their matching funds for the U.S. Department of Agriculture (USDA) National Research Initiative equipment grants (98-35208-6540, 99-35208-8512). This project was supported by a grant from USDA National Research Initiative Competitive Grant Program (98-35205-6738).

Manuscript received December 10, 2002; Accepted for publication May 12, 2003.


*  LITERATURE CITED
*TOP
*ABSTRACT
*MATERIALS AND METHODS
*RESULTS AND DISCUSSION
*LITERATURE CITED

ALONSO-BLANCO, C., A. J. M. PEETERS, M. KOORNNEEF, C. LISTER, and C. DEAN et al., 1998  Development of an AFLP based linkage map of Ler, Col and Cvi Arabidopsis thaliana ecotypes and construction of a Ler/Cvi recombinant inbred line population. Plant J. 14:259-271.[Medline]

BECKER, J., P. VOS, M. KUIPER, F. SALAMINI, and M. HEUN, 1995  Combined mapping of AFLP and RFLP markers in barley. Mol. Gen. Genet. 249:65-73.[Medline]

BONDARI, K., 1983  Response to bidirectional selection for body weight in channel catfish. Aquaculture 33:73-81.

BONDARI, K., 1984  Reproductive performance, growth, and survival of selected and wild x selected channel catfish. Theor. Appl. Genet. 68:391-395.

DUNHAM, R. A. and B. ARGUE, 1998  Seinability of channel catfish, blue catfish, and F1, F2, F3 and backcross hybrids in earthen ponds. Prog. Fish-Cult. 60:214-220.

DUNHAM, R. A., and Z. J. LIU, 2002 Gene mapping, isolation and genetic improvement in catfish, pp. 45–60 in Aquatic Genomics: Steps Toward a Great Future, edited by N. SHIMIZU, T. AOKI, I. HIRONO and F. TAKASHIMA. Springer-Verlag, New York.

DUNHAM, R. A. and R. O. SMITHERMAN, 1983a  Crossbreeding channel catfish for improvement of body weight in earthen ponds. Growth 47:97-103.[Medline]

DUNHAM, R. A. and R. O. SMITHERMAN, 1983b  Response to selection and realized heritability for body weight in three strains of channel catfish, Ictalurus punctatus, grown in earthen ponds. Aquaculture 33:88-96.

DUNHAM, R. A., R. O. SMITHERMAN, and R. K. GOODMAN, 1987  Comparison of mass selection, crossbreeding and hybridization for improving body weight in channel catfish. Prog. Fish-Cult. 49:293-296.

DUNHAM, R. A., R. E. BRUMMETT, M. O. ELLA, and R. O. SMITHERMAN, 1990  Genotype-environment interactions for growth of blue, channel and hybrid catfish in ponds and cages at varying densities. Aquaculture 85:143-151.

DUNHAM, R. A., C. HYDE, M. MASSER, R. O. SMITHERMAN, and R. PEREZ et al., 1993  Comparison of culture traits of channel catfish, Ictalurus punctatus, and blue catfish, I. furcatus.. J. Appl. Aquacult. 3:257-267.

FARIS, J. D., B. LADDOMADA, and B. S. GILL, 1998  Molecular mapping of segregation distortion loci in Aegilops taushii.. Genetics 149:319-327.[Abstract/Free Full Text]

FRANSZ, P., S. ARMSTRONG, C. ALONSO-BLANCO, T. C. FISCHER, and R. A. TORRES-RUITZ et al., 1998  Cytogenetics for the model system Arabidopsis thaliana.. Plant J. 13:867-876.[Medline]

GROENEN, M. A., H. H. CHENG, N. BUMSTEAD, B. F. BENKEL, and W. E. BRILES et al., 2000  A consensus linkage map of the chicken genome. Genome Res. 10:137-147.[Abstract/Free Full Text]

HALLERMAN, E. M., R. A. DUNHAM, and R. O. SMITHERMAN, 1986  Selection or drift isozyme allele frequency changes among channel catfish selected for rapid growth. Trans. Am. Fish. Soc. 115:60-68.

HAWTHORNE, D. J., 2001  AFLP-based genetic linkage map of the Colorado potato beetle Leptinotarsa decemlineata: sex chromosomes and a pyrethroid-resistance candidate gene. Genetics 158:695-700.[Abstract/Free Full Text]

KAPPES, S. M., J. W. KEELE, R. T. STONE, R. A. MCGRAW, and T. S. SONSTEGARD et al., 1997  A second-generation linkage map of the bovine genome. Genome Res. 7:235-249.[Abstract/Free Full Text]

KEIM, P., J. M. SCHUPP, S. E. TRAVIS, K. CLAYTON, and T. ZHU et al., 1997  A high-density soybean genetic map based on AFLP markers. Crop Sci. 37:537-543.

KIM, S., A. KARSI, R. A. DUNHAM, and Z. J. LIU, 2000  The skeletal muscle {alpha}-actin gene of channel catfish (Ictalurus punctatus) and its association with piscine-specific SINE elements. Gene 252:173-181.[Medline]

KOCHER, T. D., W. J. LEE, H. SOBOLEWSKA, D. PENMAN, and B. MCANDREW, 1998  A genetic linkage map of a cichlid fish, the tilapia (Oreochromis niloticus). Genetics 148:1225-1232.[Abstract/Free Full Text]

LANDER, E. S. and D. BOTSTEIN, 1989  Mapping Mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121:185-199.[Abstract/Free Full Text]

LANDER, E. S., P. GREEN, J. ABRAHAMSON, A. BARLOW, and M. J. DALY et al., 1987  MAPMAKER: an interactive computer package for constructing primary genetic linkage maps of experimental and natural populations. Genomics 1:174-181.[Medline]

LEGRANDE, W., R. A. DUNHAM and R. O. SMITHERMAN, 1984 Comparative karyology of three species of North American catfishes (siluriformes: Ictaluridae: Ictalurus) and four of their hybrid combinations. Copeia 1984: 873–878.

LIU, Q., C. A. GOUDI, B. A. SIMCO, K. B. DAVIS, and D. C. MORIZOT, 1992  Gene-centromere mapping of six enzyme loci in gynogenetic channel catfish. J. Hered. 83:245-248.[Abstract/Free Full Text]

LIU, Z. J., A. NICHOLS, P. LI, and R. A. DUNHAM, 1998a  Inheritance and usefulness of AFLP markers in channel catfish (Ictalurus punctatus), blue catfish (I. furcatus) and their F1, F2 and backcross hybrids. Mol. Gen. Genet. 258:260-268.[Medline]

LIU, Z. J., P. LI, and R. A. DUNHAM, 1998b  Characterization of an A/T-rich family of sequences from the channel catfish (Ictalurus punctatus). Mol. Mar. Biol. Biotechnol. 7:232-239.[Medline]

LIU, Z. J., G. TAN, H. KUCUKTAS, P. LI, and A. KARSI et al., 1999a  High levels of conservation at microsatellite loci among Ictalurid catfishes. J. Hered. 90:307-312.[Abstract/Free Full Text]

LIU, Z. J., G. TAN, P. LI, and R. A. DUNHAM, 1999b  Transcribed dinucleotide microsatellites and their associated genes from channel catfish, Ictalurus punctatus.. Biochem. Biophys. Res. Commun. 259:190-194.[Medline]

LIU, Z. J., P. LI, H. KUCUKTAS, A. NICHOLS, and G. TAN et al., 1999c  Development of AFLP markers for genetic linkage mapping analysis using channel catfish and blue catfish interspecific hybrids. Trans. Am. Fish. Soc. 128:317-327.

LIU, Z. J., P. LI, H. KUCUKTAS, and R. A. DUNHAM, 1999d  Characterization of nonautonomous Tc1-like transposable elements of channel catfish (Ictalurus punctatus). Fish Physiol. Biochem. 21:65-72.

LYTTLE, T. W., 1991  Segregation distorters. Annu. Rev. Genet. 25:511-557.[Medline]

MACKILL, D. J., Z. ZHANG, E. D. REDONA, and P. M. COLOWIT, 1996  Level of polymorphism and genetic mapping of AFLP markers in rice. Genome 39:969-977.[Medline]

MALUSZYNSKA, J. and J. S. HESLOP-HARRISON, 1991  Localization of tandemly repeated DNA sequences in Arabidopsis thaliana. Plant J. 1:159-166.

NARUSE, K., S. FUKAMACHI, H. MITANI, M. KONDO, and T. MATSUOKA et al., 2000  A detailed linkage map of medaka, Oryzias latipes: comparative genomics and genome evolution. Genetics 154:1773-1784.[Abstract/Free Full Text]

PADI, J. N., 1995 Response and correlated responses to four generations of selection for increased body weight in the Kansas strain channel catfish, Ictalurus punctatus, grown in earthen ponds. M.S. Thesis, Auburn University, Auburn, AL.

PATINO, E., 1986 Heritabilities for body weight, feed consumption and feed conversion and the correlations among these traits in channel catfish, Ictalurus punctatus. M.S. Thesis, Auburn University, Auburn, AL.

POWELL, W., W. T. B. THOMAS, E. BAIRD, P. LAWRENCE, and A. BOOTH et al., 1997  Analysis of quantitative traits in barley by the use of amplified fragment length polymorphisms. Heredity 79:48-59.

ROBISON, B. D., P. A. WHEELER, K. SUNDIN, P. SIKKA, and G. H. THORGAARD, 2001  Composite interval mapping reveals a major locus influencing embryonic development rate in rainbow trout (Oncorhynchus mykiss). J. Hered. 92:16-22.[Abstract/Free Full Text]

ROHRER, G. A., L. J. ALEXANDER, Z. HU, T. P. SMITH, and J. W. KEELE et al., 1996  A comprehensive map of the porcine genome. Genome Res. 6:371-391.[Abstract/Free Full Text]

SMITHERMAN, R. O., H. EL-IBIARY, and R. E. REAGAN, 1978  Genetics and breeding of channel catfish. South. Coop. Ser. Bull. 223:1-34.

TAN, G., A. KARSI, P. LI, S. KIM, and X. ZHENG et al., 1999  Polymorphic microsatellite markers in Ictalurus punctatus and related catfish species. Mol. Ecol. 8:1758-1760.[Medline]

TAN, Y. D., C. WAN, Y. ZHU, C. LU, and Z. XIANG et al., 2001  An amplified fragment length polymorphism map of the silkworm. Genetics 157:1277-1284.[Abstract/Free Full Text]

TIERSCH, T. R. and C. A. GOUDIE, 1993  Inheritance and variation of genome size in half-sib families of hybrid ictalurid catfishes. J. Hered. 84:122-125.[Abstract/Free Full Text]

TIERSCH, T. R., B. A. SIMCO, K. B. DAVIS, R. W. CHANDLER, and S. S. WACHTEL et al., 1990  Stability of genome size among stocks of the channel catfish. Aquaculture 87:15-22.

U.S. DEPARTMENT OF AGRICULTURE, 2001 Catfish processing. National Agricultural Statistics Service (NASS), Agricultural Statistics Board, U.S. Department of Agriculture, Washington, DC.

VAN ECK, H. J., J. R. VAN DER VOORT, J. DRAAISTRA, P. VAN ZANDVOORT, and E. VAN ENCKEVORT et al., 1995  The inheritance and chromosomal localization of AFLP markers in a non-inbred potato offspring. Mol. Breed. 1:397-410.

VOORRIPS, R. E., M. C. JOGERIUS, and H. J. KANNE, 1997  Mapping of two genes for resistance to clubroot (Plasmodiphora brassicas) in a population of doubled haploid lines of Brassica oleracea by means of RFLP and AFLP markers. Theor. Appl. Genet. 94:75-82.

VOS, P., R. HOGERS, M. BLEEKER, M. REIJANS, and T. VAN DER LEE et al., 1995  AFLP: a new technique for DNA fingerprinting. Nucleic Acids Res. 23:4407-4414.[Abstract/Free Full Text]

WALDBIESER, G., Z. J. LIU, W. WOLTERS and R. A. DUNHAM, 1998 Review of progress in catfish gene mapping. Proceedings of the National Aquaculture Species Genome Mapping Workshop. Northeastern Regional Aquaculture Center, North Dartmouth, MA, Publication No. NRAC 98–001, pp. 31–38.

WALDBIESER, G. C. and B. G. BOSWORTH, 1997  Cloning and characterization of microsatellite loci in channel catfish, Ictalurus punctatus.. Anim. Genet. 28:295-298.

WALDBIESER, G. C., B. G. BOSWORTH, D. J. NONNEMAN, and W. R. WOLTERS, 2001  A microsatellite-based genetic linkage map for channel catfish, Ictalurus punctatus.. Genetics 158:727-734.[Abstract/Free Full Text]

WOLTERS, W. R. and M. R. JOHNSON, 1994  Enteric septicemia resistance in blue catfish and three channel catfish strains. J. Aquat. Anim. Health 6:329-334.

WOLTERS, W. R. and M. R. JOHNSON, 1995  Analysis of a diallel cross to estimate the effects of crossing on resistance of enteric septicemia in channel catfish, Ictalurus punctatus.. Aquaculture 137:263-296.

WOLTERS, W. R., C. L. CHRISMAN and G. S. LIBAY, 1981 Lymphocyte culture for chromosomal analysis of channel catfish, Ictalurus punctatus. Copeia 1981: 503–504.

WOLTERS, W. R., D. J. WISE, and P. H. KLESIUS, 1996  Survival and antibody response of channel catfish, blue catfish, and catfish hybrids after exposure to E. ictaluri.. J. Aquat. Anim. Health 8:249-254.




This article has been cited by other articles:


Home page
GeneticsHome page
C. M. Wang, Z. Y. Zhu, L. C. Lo, F. Feng, G. Lin, W. T. Yang, J. Li, and G. H. Yue
A Microsatellite Linkage Map of Barramundi, Lates calcarifer
Genetics, February 1, 2007; 175(2): 907 - 915.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
S. M. Rogers, N. Isabel, and L. Bernatchez
Linkage Maps of the dwarf and Normal Lake Whitefish (Coregonus clupeaformis) Species Complex and Their Hybrids Reveal the Genetic Architecture of Population Divergence
Genetics, January 1, 2007; 175(1): 375 - 398.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
D. Zhong, D. M. Menge, E. A. Temu, H. Chen, and G. Yan
Amplified Fragment Length Polymorphism Mapping of Quantitative Trait Loci for Malaria Parasite Susceptibility in the Yellow Fever Mosquito Aedes aegypti
Genetics, July 1, 2006; 173(3): 1337 - 1345.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
B. Wang and A. H. Porter
An AFLP-Based Interspecific Linkage Map of Sympatric, Hybridizing Colias Butterflies
Genetics, September 1, 2004; 168(1): 215 - 225.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Liu, Z.
Right arrow Articles by Dunham, R.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Liu, Z.
Right arrow Articles by Dunham, R.


HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Copyright © 2003 by the Genetics Society of America.